Cooling-related electricity consumption patterns for small and medium businesses in California: Current impacts and future projections under climate change

被引:5
作者
Sun, Tao [1 ]
Zanocco, Chad [1 ]
Flora, June [1 ]
Johnson, Samuel [2 ]
Soto, Herie J. [2 ]
Rajagopal, Ram [1 ]
机构
[1] Stanford Univ, Civil & Environm Engn, Stanford, CA 94305 USA
[2] Shell Int Explorat & Prod Inc, 3333 Highway 6 S, Houston, TX 77082 USA
基金
美国国家科学基金会;
关键词
Small and medium business; Commercial sector; Electricity demand; Climate change; Temperature sensitivity; Heating; ventilation; and air conditioning; Energy equity; ENERGY-CONSUMPTION; BUILDINGS; DEMAND; TRENDS;
D O I
10.1016/j.enbuild.2023.113301
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
As global temperatures rise, the need to cool commercial buildings will increase, and with it, electricity demand. In this research we focus on small and medium businesses (SMBs), which collectively employ half of the US workforce, and propose methods to identify responsiveness of an SMBs' electricity demand to warmer temperatures (temperature sensitivity). We also develop methods for projecting air conditioning adoption, temperature related demand, and hourly demand patterns using future climate change scenarios. We applied these methods to a unique dataset of 60,000 SMBs from California containing one year of hourly electricity demand for each establishment. We found evidence that SMB temperature sensitivity is related to a variety of factors including business activities, climate zones, and daily usage patterns. Climate projections through 2100 reveal significant and heterogeneous impacts on both temperature-related demand and air conditioning adoption and that these impacts are unequal. Areas that are lower income, more rural, and have higher proportions of populations living in disadvantaged communities are projected to have comparatively higher increases in SMB demand. These findings suggest that climate-related impacts on SMBs and their employees could be substantial and disparate in the future, as well as a need for policies that can address these inequalities.
引用
收藏
页数:14
相关论文
共 59 条
[21]   The carbon footprint of household energy use in the United States [J].
Goldstein, Benjamin ;
Gounaridis, Dimitrios ;
Newell, Joshua P. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2020, 117 (32) :19122-19130
[22]  
Guterres A., 2021, Secretary-Generals statement on the IPCC Working Group 1 Report on the Physical Science Basis of the Sixth Assessmen
[23]   The impacts of climate change on occupational heat strain in outdoor workers: A systematic review [J].
Habibi, Peymaneh ;
Moradi, Gholamreza ;
Dehghan, Habibollah ;
Moradi, Amirhossein ;
Heydari, Ahad .
URBAN CLIMATE, 2021, 36
[24]   Emissions - the 'business as usual' story is misleading [J].
Hausfather, Zeke ;
Peters, Glen P. .
NATURE, 2020, 577 (7792) :618-620
[25]   Metrics and enhancement strategies for grid resilience and reliability during natural disasters [J].
Hossain, Eklas ;
Roy, Shidhartho ;
Mohammad, Naeem ;
Nawar, Nafiu ;
Dipta, Debopriya Roy .
APPLIED ENERGY, 2021, 290
[26]   The variation of climate change impact on building energy consumption to building type and spatiotemporal scale [J].
Huang, Jianhua ;
Gurney, Kevin Robert .
ENERGY, 2016, 111 :137-153
[27]   Future trends of residential building cooling energy and passive adaptation measures to counteract climate change: The case of Taiwan [J].
Huang, Kuo-Tsang ;
Hwang, Ruey-Lung .
APPLIED ENERGY, 2016, 184 :1230-1240
[28]  
IPCC, 2018, CHAPT 3 GLOB WARM 1
[29]   Modeling global residential sector energy demand for heating and air conditioning in the context of climate change [J].
Isaac, Morna ;
van Vuuren, Detlef P. .
ENERGY POLICY, 2009, 37 (02) :507-521
[30]   Energy justice: A conceptual review [J].
Jenkins, Kirsten ;
McCauley, Darren ;
Heffron, Raphael ;
Stephan, Hannes ;
Rehner, Robert .
ENERGY RESEARCH & SOCIAL SCIENCE, 2016, 11 :174-182